Overview
Brought to you by YData
Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 18153 |
| Missing cells | 2711 |
| Missing cells (%) | 0.7% |
| Total size in memory | 3.0 MiB |
| Average record size in memory | 176.0 B |
Variable types
| Text | 12 |
|---|---|
| Numeric | 10 |
merch_zipcode has 2711 (14.9%) missing values | Missing |
trans_num has unique values | Unique |
is_fraud has 18049 (99.4%) zeros | Zeros |
Reproduction
| Analysis started | 2025-06-27 20:27:26.728055 |
|---|---|
| Analysis finished | 2025-06-27 20:27:27.077851 |
| Duration | 0.35 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
merchant
Text
| Distinct | 693 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 141.9 KiB |
Length
| Max length | 43 |
|---|---|
| Median length | 37 |
| Mean length | 23.10025891 |
| Min length | 13 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | fraud_Doyle Ltd |
|---|---|
| 2nd row | fraud_Leffler-Goldner |
| 3rd row | fraud_Roberts, Ryan and Smith |
| 4th row | fraud_Roob, Conn and Tremblay |
| 5th row | fraud_Gerlach Inc |
| Value | Count | Frequency (%) |
| and | 6616 | 15.6% |
| llc | 1385 | 3.3% |
| inc | 1284 | 3.0% |
| sons | 1045 | 2.5% |
| ltd | 1004 | 2.4% |
| plc | 900 | 2.1% |
| group | 749 | 1.8% |
| fraud_kutch | 147 | 0.3% |
| fraud_schaefer | 145 | 0.3% |
| fraud_streich | 143 | 0.3% |
| Other values (804) | 28860 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 40627 | 9.7% |
| r | 37657 | 9.0% |
| d | 30050 | 7.2% |
| u | 25956 | 6.2% |
| e | 25951 | 6.2% |
| n | 24758 | 5.9% |
| 24125 | 5.8% | |
| f | 19532 | 4.7% |
| _ | 18153 | 4.3% |
| o | 15818 | 3.8% |
| Other values (45) | 156712 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 419339 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 40627 | 9.7% |
| r | 37657 | 9.0% |
| d | 30050 | 7.2% |
| u | 25956 | 6.2% |
| e | 25951 | 6.2% |
| n | 24758 | 5.9% |
| 24125 | 5.8% | |
| f | 19532 | 4.7% |
| _ | 18153 | 4.3% |
| o | 15818 | 3.8% |
| Other values (45) | 156712 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 419339 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 40627 | 9.7% |
| r | 37657 | 9.0% |
| d | 30050 | 7.2% |
| u | 25956 | 6.2% |
| e | 25951 | 6.2% |
| n | 24758 | 5.9% |
| 24125 | 5.8% | |
| f | 19532 | 4.7% |
| _ | 18153 | 4.3% |
| o | 15818 | 3.8% |
| Other values (45) | 156712 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 419339 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 40627 | 9.7% |
| r | 37657 | 9.0% |
| d | 30050 | 7.2% |
| u | 25956 | 6.2% |
| e | 25951 | 6.2% |
| n | 24758 | 5.9% |
| 24125 | 5.8% | |
| f | 19532 | 4.7% |
| _ | 18153 | 4.3% |
| o | 15818 | 3.8% |
| Other values (45) | 156712 |
category
Text
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 141.9 KiB |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 10.53897427 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | grocery_pos |
|---|---|
| 2nd row | personal_care |
| 3rd row | personal_care |
| 4th row | shopping_pos |
| 5th row | shopping_net |
| Value | Count | Frequency (%) |
| gas_transport | 1906 | |
| grocery_pos | 1733 | |
| home | 1699 | |
| shopping_pos | 1607 | |
| kids_pets | 1537 | |
| shopping_net | 1397 | |
| entertainment | 1304 | 7.2% |
| food_dining | 1262 | 7.0% |
| personal_care | 1243 | 6.8% |
| health_fitness | 1193 | 6.6% |
| Other values (4) | 3272 |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 20071 | |
| e | 17929 | |
| o | 17296 | |
| n | 16728 | |
| p | 15204 | 7.9% |
| t | 15146 | 7.9% |
| _ | 14597 | 7.6% |
| r | 12975 | 6.8% |
| i | 11604 | 6.1% |
| a | 9348 | 4.9% |
| Other values (10) | 40416 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 191314 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| s | 20071 | |
| e | 17929 | |
| o | 17296 | |
| n | 16728 | |
| p | 15204 | 7.9% |
| t | 15146 | 7.9% |
| _ | 14597 | 7.6% |
| r | 12975 | 6.8% |
| i | 11604 | 6.1% |
| a | 9348 | 4.9% |
| Other values (10) | 40416 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 191314 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| s | 20071 | |
| e | 17929 | |
| o | 17296 | |
| n | 16728 | |
| p | 15204 | 7.9% |
| t | 15146 | 7.9% |
| _ | 14597 | 7.6% |
| r | 12975 | 6.8% |
| i | 11604 | 6.1% |
| a | 9348 | 4.9% |
| Other values (10) | 40416 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 191314 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| s | 20071 | |
| e | 17929 | |
| o | 17296 | |
| n | 16728 | |
| p | 15204 | 7.9% |
| t | 15146 | 7.9% |
| _ | 14597 | 7.6% |
| r | 12975 | 6.8% |
| i | 11604 | 6.1% |
| a | 9348 | 4.9% |
| Other values (10) | 40416 |
amt
Real number (ℝ)
| Distinct | 9932 |
|---|---|
| Distinct (%) | 54.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.75698672 |
| Minimum | 1 |
|---|---|
| Maximum | 4522.11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 141.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.44 |
| Q1 | 9.78 |
| median | 47.91 |
| Q3 | 83.58 |
| 95-th percentile | 195.338 |
| Maximum | 4522.11 |
| Range | 4521.11 |
| Interquartile range (IQR) | 73.8 |
Descriptive statistics
| Standard deviation | 121.1801009 |
|---|---|
| Coefficient of variation (CV) | 1.737175107 |
| Kurtosis | 186.0266431 |
| Mean | 69.75698672 |
| Median Absolute Deviation (MAD) | 37.47 |
| Skewness | 9.735143691 |
| Sum | 1266298.58 |
| Variance | 14684.61685 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.54 | 13 | 0.1% |
| 7.11 | 13 | 0.1% |
| 1.96 | 12 | 0.1% |
| 4.04 | 12 | 0.1% |
| 5.12 | 12 | 0.1% |
| 4.37 | 12 | 0.1% |
| 2.06 | 12 | 0.1% |
| 7.51 | 11 | 0.1% |
| 1.05 | 11 | 0.1% |
| 2.21 | 11 | 0.1% |
| Other values (9922) | 18034 |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 1.01 | 1 | < 0.1% |
| 1.02 | 6 | |
| 1.03 | 7 | |
| 1.04 | 9 |
| Value | Count | Frequency (%) |
| 4522.11 | 1 | |
| 2833.54 | 1 | |
| 2637.33 | 1 | |
| 2280.14 | 1 | |
| 2099.97 | 1 |
first
Text
| Distinct | 337 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 141.9 KiB |
Length
| Max length | 11 |
|---|---|
| Median length | 9 |
| Mean length | 6.06929984 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | David |
|---|---|
| 2nd row | Emily |
| 3rd row | James |
| 4th row | Dustin |
| 5th row | Lisa |
| Value | Count | Frequency (%) |
| christopher | 346 | 1.9% |
| david | 304 | 1.7% |
| robert | 298 | 1.6% |
| jessica | 292 | 1.6% |
| michael | 284 | 1.6% |
| james | 278 | 1.5% |
| jennifer | 258 | 1.4% |
| william | 253 | 1.4% |
| john | 224 | 1.2% |
| margaret | 222 | 1.2% |
| Other values (327) | 15394 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 14132 | 12.8% |
| e | 12024 | 10.9% |
| n | 8749 | 7.9% |
| i | 8705 | 7.9% |
| r | 8430 | 7.7% |
| l | 5330 | 4.8% |
| h | 4635 | 4.2% |
| s | 4549 | 4.1% |
| t | 4302 | 3.9% |
| o | 3706 | 3.4% |
| Other values (39) | 35614 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 110176 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 14132 | 12.8% |
| e | 12024 | 10.9% |
| n | 8749 | 7.9% |
| i | 8705 | 7.9% |
| r | 8430 | 7.7% |
| l | 5330 | 4.8% |
| h | 4635 | 4.2% |
| s | 4549 | 4.1% |
| t | 4302 | 3.9% |
| o | 3706 | 3.4% |
| Other values (39) | 35614 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 110176 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 14132 | 12.8% |
| e | 12024 | 10.9% |
| n | 8749 | 7.9% |
| i | 8705 | 7.9% |
| r | 8430 | 7.7% |
| l | 5330 | 4.8% |
| h | 4635 | 4.2% |
| s | 4549 | 4.1% |
| t | 4302 | 3.9% |
| o | 3706 | 3.4% |
| Other values (39) | 35614 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 110176 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 14132 | 12.8% |
| e | 12024 | 10.9% |
| n | 8749 | 7.9% |
| i | 8705 | 7.9% |
| r | 8430 | 7.7% |
| l | 5330 | 4.8% |
| h | 4635 | 4.2% |
| s | 4549 | 4.1% |
| t | 4302 | 3.9% |
| o | 3706 | 3.4% |
| Other values (39) | 35614 |
last
Text
| Distinct | 465 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 141.9 KiB |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 6.109568666 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Everett |
|---|---|
| 2nd row | Hall |
| 3rd row | Stephens |
| 4th row | Roberts |
| 5th row | Lopez |
| Value | Count | Frequency (%) |
| smith | 391 | 2.2% |
| williams | 328 | 1.8% |
| davis | 300 | 1.7% |
| johnson | 295 | 1.6% |
| rodriguez | 242 | 1.3% |
| martinez | 221 | 1.2% |
| lewis | 202 | 1.1% |
| jones | 199 | 1.1% |
| gonzalez | 184 | 1.0% |
| martin | 166 | 0.9% |
| Other values (455) | 15625 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 11112 | 10.0% |
| r | 9345 | 8.4% |
| a | 9145 | 8.2% |
| n | 8595 | 7.7% |
| o | 8119 | 7.3% |
| s | 6749 | 6.1% |
| l | 6748 | 6.1% |
| i | 6077 | 5.5% |
| t | 4092 | 3.7% |
| h | 3141 | 2.8% |
| Other values (38) | 37784 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 110907 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 11112 | 10.0% |
| r | 9345 | 8.4% |
| a | 9145 | 8.2% |
| n | 8595 | 7.7% |
| o | 8119 | 7.3% |
| s | 6749 | 6.1% |
| l | 6748 | 6.1% |
| i | 6077 | 5.5% |
| t | 4092 | 3.7% |
| h | 3141 | 2.8% |
| Other values (38) | 37784 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 110907 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 11112 | 10.0% |
| r | 9345 | 8.4% |
| a | 9145 | 8.2% |
| n | 8595 | 7.7% |
| o | 8119 | 7.3% |
| s | 6749 | 6.1% |
| l | 6748 | 6.1% |
| i | 6077 | 5.5% |
| t | 4092 | 3.7% |
| h | 3141 | 2.8% |
| Other values (38) | 37784 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 110907 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 11112 | 10.0% |
| r | 9345 | 8.4% |
| a | 9145 | 8.2% |
| n | 8595 | 7.7% |
| o | 8119 | 7.3% |
| s | 6749 | 6.1% |
| l | 6748 | 6.1% |
| i | 6077 | 5.5% |
| t | 4092 | 3.7% |
| h | 3141 | 2.8% |
| Other values (38) | 37784 |
gender
Text
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 141.9 KiB |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | F |
| 3rd row | M |
| 4th row | M |
| 5th row | F |
| Value | Count | Frequency (%) |
| f | 9817 | |
| m | 8336 |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 9817 | |
| M | 8336 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 18153 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| F | 9817 | |
| M | 8336 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 18153 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| F | 9817 | |
| M | 8336 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 18153 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| F | 9817 | |
| M | 8336 |
street
Text
| Distinct | 918 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 141.9 KiB |
Length
| Max length | 35 |
|---|---|
| Median length | 29 |
| Mean length | 22.12631521 |
| Min length | 12 |
Unique
| Unique | 12 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 4138 David Fall |
|---|---|
| 2nd row | 8851 Reese Neck |
| 3rd row | 1166 Castillo Mountains |
| 4th row | 3283 James Station |
| 5th row | 32343 Saunders Course |
| Value | Count | Frequency (%) |
| apt | 4504 | 6.3% |
| suite | 4187 | 5.8% |
| island | 328 | 0.5% |
| michael | 283 | 0.4% |
| common | 256 | 0.4% |
| station | 243 | 0.3% |
| brooks | 239 | 0.3% |
| david | 232 | 0.3% |
| islands | 229 | 0.3% |
| tunnel | 221 | 0.3% |
| Other values (1838) | 61119 |
Most occurring characters
| Value | Count | Frequency (%) |
| 53688 | 13.4% | |
| e | 25101 | 6.2% |
| a | 20261 | 5.0% |
| i | 18026 | 4.5% |
| t | 17170 | 4.3% |
| r | 15336 | 3.8% |
| n | 14918 | 3.7% |
| s | 14514 | 3.6% |
| l | 12451 | 3.1% |
| o | 12249 | 3.0% |
| Other values (52) | 197945 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 401659 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 53688 | 13.4% | |
| e | 25101 | 6.2% |
| a | 20261 | 5.0% |
| i | 18026 | 4.5% |
| t | 17170 | 4.3% |
| r | 15336 | 3.8% |
| n | 14918 | 3.7% |
| s | 14514 | 3.6% |
| l | 12451 | 3.1% |
| o | 12249 | 3.0% |
| Other values (52) | 197945 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 401659 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 53688 | 13.4% | |
| e | 25101 | 6.2% |
| a | 20261 | 5.0% |
| i | 18026 | 4.5% |
| t | 17170 | 4.3% |
| r | 15336 | 3.8% |
| n | 14918 | 3.7% |
| s | 14514 | 3.6% |
| l | 12451 | 3.1% |
| o | 12249 | 3.0% |
| Other values (52) | 197945 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 401659 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 53688 | 13.4% | |
| e | 25101 | 6.2% |
| a | 20261 | 5.0% |
| i | 18026 | 4.5% |
| t | 17170 | 4.3% |
| r | 15336 | 3.8% |
| n | 14918 | 3.7% |
| s | 14514 | 3.6% |
| l | 12451 | 3.1% |
| o | 12249 | 3.0% |
| Other values (52) | 197945 |
city
Text
| Distinct | 843 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 141.9 KiB |
Length
| Max length | 25 |
|---|---|
| Median length | 21 |
| Mean length | 8.651517655 |
| Min length | 3 |
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Morrisdale |
|---|---|
| 2nd row | Basye |
| 3rd row | Ruckersville |
| 4th row | Fayetteville |
| 5th row | Dongola |
| Value | Count | Frequency (%) |
| city | 282 | 1.3% |
| west | 251 | 1.1% |
| saint | 201 | 0.9% |
| falls | 199 | 0.9% |
| north | 198 | 0.9% |
| new | 185 | 0.8% |
| mount | 165 | 0.7% |
| lake | 148 | 0.7% |
| springs | 133 | 0.6% |
| port | 120 | 0.5% |
| Other values (871) | 20674 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 15256 | 9.7% |
| a | 13073 | 8.3% |
| n | 11773 | 7.5% |
| o | 11382 | 7.2% |
| l | 10925 | 7.0% |
| r | 10452 | 6.7% |
| i | 9785 | 6.2% |
| t | 8408 | 5.4% |
| s | 6254 | 4.0% |
| 4403 | 2.8% | |
| Other values (42) | 55340 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 157051 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 15256 | 9.7% |
| a | 13073 | 8.3% |
| n | 11773 | 7.5% |
| o | 11382 | 7.2% |
| l | 10925 | 7.0% |
| r | 10452 | 6.7% |
| i | 9785 | 6.2% |
| t | 8408 | 5.4% |
| s | 6254 | 4.0% |
| 4403 | 2.8% | |
| Other values (42) | 55340 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 157051 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 15256 | 9.7% |
| a | 13073 | 8.3% |
| n | 11773 | 7.5% |
| o | 11382 | 7.2% |
| l | 10925 | 7.0% |
| r | 10452 | 6.7% |
| i | 9785 | 6.2% |
| t | 8408 | 5.4% |
| s | 6254 | 4.0% |
| 4403 | 2.8% | |
| Other values (42) | 55340 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 157051 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 15256 | 9.7% |
| a | 13073 | 8.3% |
| n | 11773 | 7.5% |
| o | 11382 | 7.2% |
| l | 10925 | 7.0% |
| r | 10452 | 6.7% |
| i | 9785 | 6.2% |
| t | 8408 | 5.4% |
| s | 6254 | 4.0% |
| 4403 | 2.8% | |
| Other values (42) | 55340 |
state
Text
| Distinct | 50 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 141.9 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PA |
|---|---|
| 2nd row | VA |
| 3rd row | VA |
| 4th row | NC |
| 5th row | IL |
| Value | Count | Frequency (%) |
| tx | 1267 | 7.0% |
| ny | 1186 | 6.5% |
| pa | 1057 | 5.8% |
| ca | 830 | 4.6% |
| oh | 709 | 3.9% |
| al | 649 | 3.6% |
| il | 586 | 3.2% |
| mi | 574 | 3.2% |
| fl | 567 | 3.1% |
| mo | 550 | 3.0% |
| Other values (40) | 10178 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 5090 | |
| N | 3997 | 11.0% |
| M | 3053 | 8.4% |
| I | 2485 | 6.8% |
| O | 2116 | 5.8% |
| T | 2105 | 5.8% |
| L | 2085 | 5.7% |
| C | 1969 | 5.4% |
| Y | 1802 | 5.0% |
| W | 1336 | 3.7% |
| Other values (14) | 10268 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 36306 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 5090 | |
| N | 3997 | 11.0% |
| M | 3053 | 8.4% |
| I | 2485 | 6.8% |
| O | 2116 | 5.8% |
| T | 2105 | 5.8% |
| L | 2085 | 5.7% |
| C | 1969 | 5.4% |
| Y | 1802 | 5.0% |
| W | 1336 | 3.7% |
| Other values (14) | 10268 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 36306 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 5090 | |
| N | 3997 | 11.0% |
| M | 3053 | 8.4% |
| I | 2485 | 6.8% |
| O | 2116 | 5.8% |
| T | 2105 | 5.8% |
| L | 2085 | 5.7% |
| C | 1969 | 5.4% |
| Y | 1802 | 5.0% |
| W | 1336 | 3.7% |
| Other values (14) | 10268 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 36306 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 5090 | |
| N | 3997 | 11.0% |
| M | 3053 | 8.4% |
| I | 2485 | 6.8% |
| O | 2116 | 5.8% |
| T | 2105 | 5.8% |
| L | 2085 | 5.7% |
| C | 1969 | 5.4% |
| Y | 1802 | 5.0% |
| W | 1336 | 3.7% |
| Other values (14) | 10268 |
zip
Real number (ℝ)
| Distinct | 907 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48848.2523 |
| Minimum | 1257 |
|---|---|
| Maximum | 99783 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 141.9 KiB |
Quantile statistics
| Minimum | 1257 |
|---|---|
| 5-th percentile | 7208 |
| Q1 | 26292 |
| median | 48088 |
| Q3 | 72011 |
| 95-th percentile | 94971 |
| Maximum | 99783 |
| Range | 98526 |
| Interquartile range (IQR) | 45719 |
Descriptive statistics
| Standard deviation | 26916.12884 |
|---|---|
| Coefficient of variation (CV) | 0.5510151862 |
| Kurtosis | -1.08346995 |
| Mean | 48848.2523 |
| Median Absolute Deviation (MAD) | 22875 |
| Skewness | 0.08695758825 |
| Sum | 886742324 |
| Variance | 724477991.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39073 | 55 | 0.3% |
| 36749 | 54 | 0.3% |
| 44233 | 54 | 0.3% |
| 59448 | 54 | 0.3% |
| 80120 | 51 | 0.3% |
| 66018 | 50 | 0.3% |
| 92585 | 50 | 0.3% |
| 76578 | 49 | 0.3% |
| 73034 | 49 | 0.3% |
| 73754 | 48 | 0.3% |
| Other values (897) | 17639 |
| Value | Count | Frequency (%) |
| 1257 | 26 | |
| 1330 | 14 | |
| 1535 | 6 | < 0.1% |
| 1545 | 17 | |
| 1612 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 99783 | 22 | |
| 99746 | 7 | < 0.1% |
| 99323 | 31 | |
| 99160 | 42 | |
| 99116 | 1 | < 0.1% |
lat
Real number (ℝ)
| Distinct | 905 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.56127203 |
| Minimum | 20.0271 |
|---|---|
| Maximum | 65.6899 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 141.9 KiB |
Quantile statistics
| Minimum | 20.0271 |
|---|---|
| 5-th percentile | 29.9912 |
| Q1 | 34.6205 |
| median | 39.39 |
| Q3 | 41.9404 |
| 95-th percentile | 45.8327 |
| Maximum | 65.6899 |
| Range | 45.6628 |
| Interquartile range (IQR) | 7.3199 |
Descriptive statistics
| Standard deviation | 5.060958617 |
|---|---|
| Coefficient of variation (CV) | 0.1312445972 |
| Kurtosis | 0.853368198 |
| Mean | 38.56127203 |
| Median Absolute Deviation (MAD) | 3.3656 |
| Skewness | -0.2007970779 |
| Sum | 700002.7712 |
| Variance | 25.61330212 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32.153 | 55 | 0.3% |
| 41.2419 | 54 | 0.3% |
| 48.2777 | 54 | 0.3% |
| 32.5104 | 54 | 0.3% |
| 39.5994 | 51 | 0.3% |
| 38.9462 | 50 | 0.3% |
| 33.7467 | 50 | 0.3% |
| 30.592 | 49 | 0.3% |
| 35.6665 | 49 | 0.3% |
| 48.6031 | 48 | 0.3% |
| Other values (895) | 17639 |
| Value | Count | Frequency (%) |
| 20.0271 | 25 | |
| 20.0827 | 22 | |
| 24.6557 | 24 | |
| 26.1184 | 38 | |
| 26.3304 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 65.6899 | 7 | < 0.1% |
| 64.7556 | 22 | |
| 48.8878 | 42 | |
| 48.8856 | 26 | |
| 48.8328 | 22 |
long
Real number (ℝ)
| Distinct | 906 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -90.36908345 |
| Minimum | -165.6723 |
|---|---|
| Maximum | -67.9503 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 18153 |
| Negative (%) | 100.0% |
| Memory size | 141.9 KiB |
Quantile statistics
| Minimum | -165.6723 |
|---|---|
| 5-th percentile | -120.0936 |
| Q1 | -96.8094 |
| median | -87.5917 |
| Q3 | -80.2099 |
| 95-th percentile | -73.5365 |
| Maximum | -67.9503 |
| Range | 97.722 |
| Interquartile range (IQR) | 16.5995 |
Descriptive statistics
| Standard deviation | 13.92234478 |
|---|---|
| Coefficient of variation (CV) | -0.1540609271 |
| Kurtosis | 1.945018795 |
| Mean | -90.36908345 |
| Median Absolute Deviation (MAD) | 8.1106 |
| Skewness | -1.17511468 |
| Sum | -1640469.972 |
| Variance | 193.8316841 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -90.1217 | 55 | 0.3% |
| -81.7453 | 54 | 0.3% |
| -86.8138 | 54 | 0.3% |
| -112.8456 | 54 | 0.3% |
| -105.0044 | 51 | 0.3% |
| -94.9714 | 50 | 0.3% |
| -117.1721 | 50 | 0.3% |
| -97.2893 | 49 | 0.3% |
| -97.4798 | 49 | 0.3% |
| -98.0727 | 48 | 0.3% |
| Other values (896) | 17639 |
| Value | Count | Frequency (%) |
| -165.6723 | 22 | |
| -156.292 | 7 | < 0.1% |
| -155.488 | 22 | |
| -155.3697 | 25 | |
| -124.4409 | 11 |
| Value | Count | Frequency (%) |
| -67.9503 | 34 | |
| -68.5565 | 11 | 0.1% |
| -69.2675 | 5 | < 0.1% |
| -69.4828 | 27 | |
| -69.9576 | 10 | 0.1% |
city_pop
Real number (ℝ)
| Distinct | 829 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86514.21324 |
| Minimum | 23 |
|---|---|
| Maximum | 2906700 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 141.9 KiB |
Quantile statistics
| Minimum | 23 |
|---|---|
| 5-th percentile | 140 |
| Q1 | 743 |
| median | 2443 |
| Q3 | 19685 |
| 95-th percentile | 493806 |
| Maximum | 2906700 |
| Range | 2906677 |
| Interquartile range (IQR) | 18942 |
Descriptive statistics
| Standard deviation | 298803.9021 |
|---|---|
| Coefficient of variation (CV) | 3.453812858 |
| Kurtosis | 39.1478698 |
| Mean | 86514.21324 |
| Median Absolute Deviation (MAD) | 2189 |
| Skewness | 5.721151599 |
| Sum | 1570492513 |
| Variance | 8.928377191 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 606 | 84 | 0.5% |
| 1312922 | 73 | 0.4% |
| 198 | 70 | 0.4% |
| 241 | 62 | 0.3% |
| 1766 | 62 | 0.3% |
| 237282 | 61 | 0.3% |
| 743 | 61 | 0.3% |
| 1595797 | 57 | 0.3% |
| 2135 | 57 | 0.3% |
| 190178 | 57 | 0.3% |
| Other values (819) | 17509 |
| Value | Count | Frequency (%) |
| 23 | 24 | |
| 37 | 14 | 0.1% |
| 43 | 26 | |
| 46 | 41 | |
| 47 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 2906700 | 56 | |
| 2504700 | 33 | |
| 2383912 | 7 | < 0.1% |
| 1595797 | 57 | |
| 1577385 | 42 |
job
Text
| Distinct | 477 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 141.9 KiB |
Length
| Max length | 59 |
|---|---|
| Median length | 38 |
| Mean length | 20.2053655 |
| Min length | 3 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Advice worker |
|---|---|
| 2nd row | Engineer, mining |
| 3rd row | Designer, ceramics/pottery |
| 4th row | Scientist, research (maths) |
| 5th row | Scientific laboratory technician |
| Value | Count | Frequency (%) |
| engineer | 1882 | 4.7% |
| officer | 1470 | 3.6% |
| manager | 864 | 2.1% |
| scientist | 756 | 1.9% |
| designer | 712 | 1.8% |
| surveyor | 679 | 1.7% |
| teacher | 542 | 1.3% |
| psychologist | 475 | 1.2% |
| public | 409 | 1.0% |
| research | 402 | 1.0% |
| Other values (448) | 32152 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 39465 | 10.8% |
| i | 33416 | 9.1% |
| r | 30683 | 8.4% |
| a | 25634 | 7.0% |
| t | 24948 | 6.8% |
| n | 24723 | 6.7% |
| 22190 | 6.0% | |
| o | 20569 | 5.6% |
| s | 20158 | 5.5% |
| c | 18448 | 5.0% |
| Other values (43) | 106554 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 366788 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 39465 | 10.8% |
| i | 33416 | 9.1% |
| r | 30683 | 8.4% |
| a | 25634 | 7.0% |
| t | 24948 | 6.8% |
| n | 24723 | 6.7% |
| 22190 | 6.0% | |
| o | 20569 | 5.6% |
| s | 20158 | 5.5% |
| c | 18448 | 5.0% |
| Other values (43) | 106554 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 366788 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 39465 | 10.8% |
| i | 33416 | 9.1% |
| r | 30683 | 8.4% |
| a | 25634 | 7.0% |
| t | 24948 | 6.8% |
| n | 24723 | 6.7% |
| 22190 | 6.0% | |
| o | 20569 | 5.6% |
| s | 20158 | 5.5% |
| c | 18448 | 5.0% |
| Other values (43) | 106554 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 366788 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 39465 | 10.8% |
| i | 33416 | 9.1% |
| r | 30683 | 8.4% |
| a | 25634 | 7.0% |
| t | 24948 | 6.8% |
| n | 24723 | 6.7% |
| 22190 | 6.0% | |
| o | 20569 | 5.6% |
| s | 20158 | 5.5% |
| c | 18448 | 5.0% |
| Other values (43) | 106554 |
trans_num
Text
Unique 
| Distinct | 18153 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 141.9 KiB |
Length
| Max length | 32 |
|---|---|
| Median length | 32 |
| Mean length | 32 |
| Min length | 32 |
Unique
| Unique | 18153 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | f487a7098c0bd4d45f710be1745c4acb |
|---|---|
| 2nd row | c2ed76f03cce8a6b362729a5a23f01c2 |
| 3rd row | 3c1a5b82410aa0824f7f4aaace067fc8 |
| 4th row | b94caace2f48b8b97a21add8661dca48 |
| 5th row | 4b64dbdb7526ac8693b886fb85508d83 |
| Value | Count | Frequency (%) |
| f487a7098c0bd4d45f710be1745c4acb | 1 | < 0.1% |
| 08738d8452c88b56a77ff1e606602808 | 1 | < 0.1% |
| dd8ad4284d7011ff096667a0b95f5817 | 1 | < 0.1% |
| 8ac117196602127c410b44961240e74e | 1 | < 0.1% |
| 9a927c2398b6e5eb827554f7cc1e1e44 | 1 | < 0.1% |
| e68f672e052f723afc6d6db0b532dee0 | 1 | < 0.1% |
| 0aeb156831f79d61ef266d328bd29c46 | 1 | < 0.1% |
| c28ee701de7045a26a7499788bc1170b | 1 | < 0.1% |
| 5dcbe89dfbaa26ea8afaf29d62bf196a | 1 | < 0.1% |
| b94caace2f48b8b97a21add8661dca48 | 1 | < 0.1% |
| Other values (18143) | 18143 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 36697 | 6.3% |
| 9 | 36497 | 6.3% |
| 3 | 36437 | 6.3% |
| d | 36434 | 6.3% |
| 7 | 36427 | 6.3% |
| 4 | 36413 | 6.3% |
| 5 | 36392 | 6.3% |
| 1 | 36335 | 6.3% |
| 8 | 36290 | 6.2% |
| e | 36231 | 6.2% |
| Other values (6) | 216743 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 580896 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 36697 | 6.3% |
| 9 | 36497 | 6.3% |
| 3 | 36437 | 6.3% |
| d | 36434 | 6.3% |
| 7 | 36427 | 6.3% |
| 4 | 36413 | 6.3% |
| 5 | 36392 | 6.3% |
| 1 | 36335 | 6.3% |
| 8 | 36290 | 6.2% |
| e | 36231 | 6.2% |
| Other values (6) | 216743 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 580896 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 36697 | 6.3% |
| 9 | 36497 | 6.3% |
| 3 | 36437 | 6.3% |
| d | 36434 | 6.3% |
| 7 | 36427 | 6.3% |
| 4 | 36413 | 6.3% |
| 5 | 36392 | 6.3% |
| 1 | 36335 | 6.3% |
| 8 | 36290 | 6.2% |
| e | 36231 | 6.2% |
| Other values (6) | 216743 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 580896 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 36697 | 6.3% |
| 9 | 36497 | 6.3% |
| 3 | 36437 | 6.3% |
| d | 36434 | 6.3% |
| 7 | 36427 | 6.3% |
| 4 | 36413 | 6.3% |
| 5 | 36392 | 6.3% |
| 1 | 36335 | 6.3% |
| 8 | 36290 | 6.2% |
| e | 36231 | 6.2% |
| Other values (6) | 216743 |
merch_lat
Real number (ℝ)
| Distinct | 18142 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.55964191 |
| Minimum | 19.063792 |
|---|---|
| Maximum | 66.213564 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 141.9 KiB |
Quantile statistics
| Minimum | 19.063792 |
|---|---|
| 5-th percentile | 29.8033422 |
| Q1 | 34.741658 |
| median | 39.41096 |
| Q3 | 41.946404 |
| 95-th percentile | 46.0574962 |
| Maximum | 66.213564 |
| Range | 47.149772 |
| Interquartile range (IQR) | 7.204746 |
Descriptive statistics
| Standard deviation | 5.095965845 |
|---|---|
| Coefficient of variation (CV) | 0.1321580179 |
| Kurtosis | 0.8488428112 |
| Mean | 38.55964191 |
| Median Absolute Deviation (MAD) | 3.388456 |
| Skewness | -0.1971405132 |
| Sum | 699973.1796 |
| Variance | 25.96886789 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39.480752 | 2 | < 0.1% |
| 41.64297 | 2 | < 0.1% |
| 41.229733 | 2 | < 0.1% |
| 43.619733 | 2 | < 0.1% |
| 35.358278 | 2 | < 0.1% |
| 41.491069 | 2 | < 0.1% |
| 41.726779 | 2 | < 0.1% |
| 26.654523 | 2 | < 0.1% |
| 37.674944 | 2 | < 0.1% |
| 43.494756 | 2 | < 0.1% |
| Other values (18132) | 18133 |
| Value | Count | Frequency (%) |
| 19.063792 | 1 | |
| 19.132314 | 1 | |
| 19.142126 | 1 | |
| 19.205749 | 1 | |
| 19.209212 | 1 |
| Value | Count | Frequency (%) |
| 66.213564 | 1 | |
| 65.938166 | 1 | |
| 65.931498 | 1 | |
| 65.732767 | 1 | |
| 65.711358 | 1 |
merch_long
Real number (ℝ)
| Distinct | 18151 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -90.36667849 |
| Minimum | -166.661968 |
|---|---|
| Maximum | -67.013198 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 18153 |
| Negative (%) | 100.0% |
| Memory size | 141.9 KiB |
Quantile statistics
| Minimum | -166.661968 |
|---|---|
| 5-th percentile | -119.91226 |
| Q1 | -96.837085 |
| median | -87.569114 |
| Q3 | -80.301439 |
| 95-th percentile | -73.3850064 |
| Maximum | -67.013198 |
| Range | 99.64877 |
| Interquartile range (IQR) | 16.535646 |
Descriptive statistics
| Standard deviation | 13.93251466 |
|---|---|
| Coefficient of variation (CV) | -0.1541775673 |
| Kurtosis | 1.929297724 |
| Mean | -90.36667849 |
| Median Absolute Deviation (MAD) | 8.225695 |
| Skewness | -1.172191225 |
| Sum | -1640426.315 |
| Variance | 194.1149646 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -110.75373 | 2 | < 0.1% |
| -79.970069 | 2 | < 0.1% |
| -87.649197 | 1 | < 0.1% |
| -87.990435 | 1 | < 0.1% |
| -82.322676 | 1 | < 0.1% |
| -83.764971 | 1 | < 0.1% |
| -107.629896 | 1 | < 0.1% |
| -97.484688 | 1 | < 0.1% |
| -109.59304 | 1 | < 0.1% |
| -98.305875 | 1 | < 0.1% |
| Other values (18141) | 18141 |
| Value | Count | Frequency (%) |
| -166.661968 | 1 | |
| -166.65656 | 1 | |
| -166.25164 | 1 | |
| -166.194748 | 1 | |
| -166.154588 | 1 |
| Value | Count | Frequency (%) |
| -67.013198 | 1 | |
| -67.084269 | 1 | |
| -67.200802 | 1 | |
| -67.225983 | 1 | |
| -67.435276 | 1 |
is_fraud
Real number (ℝ)
Zeros 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.005729080593 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 18049 |
| Zeros (%) | 99.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 141.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.0754756387 |
|---|---|
| Coefficient of variation (CV) | 13.17412759 |
| Kurtosis | 169.6008802 |
| Mean | 0.005729080593 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.09893868 |
| Sum | 104 |
| Variance | 0.005696572037 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 18049 | |
| 1 | 104 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 18049 | |
| 1 | 104 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 104 | 0.6% |
| 0 | 18049 |
merch_zipcode
Real number (ℝ)
Missing 
| Distinct | 10537 |
|---|---|
| Distinct (%) | 68.2% |
| Missing | 2711 |
| Missing (%) | 14.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46813.36725 |
| Minimum | 1003 |
|---|---|
| Maximum | 99403 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 141.9 KiB |
Quantile statistics
| Minimum | 1003 |
|---|---|
| 5-th percentile | 7806.75 |
| Q1 | 25523.25 |
| median | 45660 |
| Q3 | 67849 |
| 95-th percentile | 93243 |
| Maximum | 99403 |
| Range | 98400 |
| Interquartile range (IQR) | 42325.75 |
Descriptive statistics
| Standard deviation | 25775.03 |
|---|---|
| Coefficient of variation (CV) | 0.5505912416 |
| Kurtosis | -0.9661572482 |
| Mean | 46813.36725 |
| Median Absolute Deviation (MAD) | 21195.5 |
| Skewness | 0.1642840597 |
| Sum | 722892017 |
| Variance | 664352171.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34266 | 9 | < 0.1% |
| 39180 | 9 | < 0.1% |
| 44004 | 8 | < 0.1% |
| 21824 | 7 | < 0.1% |
| 16249 | 7 | < 0.1% |
| 20135 | 7 | < 0.1% |
| 43412 | 7 | < 0.1% |
| 35619 | 6 | < 0.1% |
| 31087 | 6 | < 0.1% |
| 76050 | 6 | < 0.1% |
| Other values (10527) | 15370 | |
| (Missing) | 2711 | 14.9% |
| Value | Count | Frequency (%) |
| 1003 | 1 | < 0.1% |
| 1007 | 2 | |
| 1011 | 2 | |
| 1031 | 2 | |
| 1036 | 3 |
| Value | Count | Frequency (%) |
| 99403 | 1 | |
| 99401 | 1 | |
| 99371 | 2 | |
| 99360 | 1 | |
| 99354 | 1 |
datetime
Text
| Distinct | 18151 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 141.9 KiB |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Unique
| Unique | 18149 ? |
|---|---|
| Unique (%) | > 99.9% |
Sample
| 1st row | 2019-09-19 07:09:46 |
|---|---|
| 2nd row | 2019-02-04 20:37:44 |
| 3rd row | 2020-06-05 12:46:32 |
| 4th row | 2019-12-16 22:21:07 |
| 5th row | 2019-12-08 13:29:27 |
| Value | Count | Frequency (%) |
| 2019-12-08 | 102 | 0.3% |
| 2019-12-15 | 99 | 0.3% |
| 2019-12-01 | 94 | 0.3% |
| 2019-12-09 | 93 | 0.3% |
| 2019-12-23 | 86 | 0.2% |
| 2019-12-22 | 83 | 0.2% |
| 2019-12-02 | 82 | 0.2% |
| 2019-12-16 | 81 | 0.2% |
| 2019-11-30 | 79 | 0.2% |
| 2019-12-29 | 77 | 0.2% |
| Other values (16821) | 35430 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 63605 | |
| 2 | 49881 | |
| 1 | 48030 | |
| - | 36306 | |
| : | 36306 | |
| 9 | 20781 | 6.0% |
| 18153 | 5.3% | |
| 3 | 16861 | 4.9% |
| 4 | 14837 | 4.3% |
| 5 | 14824 | 4.3% |
| Other values (3) | 25323 | 7.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 344907 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 63605 | |
| 2 | 49881 | |
| 1 | 48030 | |
| - | 36306 | |
| : | 36306 | |
| 9 | 20781 | 6.0% |
| 18153 | 5.3% | |
| 3 | 16861 | 4.9% |
| 4 | 14837 | 4.3% |
| 5 | 14824 | 4.3% |
| Other values (3) | 25323 | 7.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 344907 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 63605 | |
| 2 | 49881 | |
| 1 | 48030 | |
| - | 36306 | |
| : | 36306 | |
| 9 | 20781 | 6.0% |
| 18153 | 5.3% | |
| 3 | 16861 | 4.9% |
| 4 | 14837 | 4.3% |
| 5 | 14824 | 4.3% |
| Other values (3) | 25323 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 344907 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 63605 | |
| 2 | 49881 | |
| 1 | 48030 | |
| - | 36306 | |
| : | 36306 | |
| 9 | 20781 | 6.0% |
| 18153 | 5.3% | |
| 3 | 16861 | 4.9% |
| 4 | 14837 | 4.3% |
| 5 | 14824 | 4.3% |
| Other values (3) | 25323 | 7.3% |
cc_num_hashed
Text
| Distinct | 918 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 141.9 KiB |
Length
| Max length | 64 |
|---|---|
| Median length | 64 |
| Mean length | 64 |
| Min length | 64 |
Unique
| Unique | 12 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 80615291af80e886b6ab96bdd0adb5b84795fe9c959c8774bf0a612025fc3978 |
|---|---|
| 2nd row | c7b0882e51a8cc4fedd2d30e5600bd92cccfcc6decdcd4705b8ecfea8fa69a53 |
| 3rd row | 2eb1fd42c708d51567ba3a4e8500b02c1e8c39c9c70d5fb418a70cf5dba01ef0 |
| 4th row | 0b1ae26a23f6188ab863a55cc931920d69eed0a1a8b66488a1444f729d02e699 |
| 5th row | 317dd4d30853ffac06fad84be4c1b43bdeeb3be91b402978f9fee77529201692 |
| Value | Count | Frequency (%) |
| 5b9e1e38487f8570c6ec1f33df8fe20aef8ec38a7a3329edd84614fec3a39be3 | 55 | 0.3% |
| a51fcb4f97c466a4aa8faabeebf0c91a6d5b20d8162ddb8cd430c49dc3ba6c87 | 54 | 0.3% |
| 3f128965b93d1c1772d7a27473f11a25dce7bd0def5883e3f86eeb3691d3fae4 | 54 | 0.3% |
| 3ca14369f59c56e79d6bad9db761ad082be4dcb4a1935edbc04fe81c3a1487bf | 54 | 0.3% |
| 5d1b3fd0878e831cd01c043aa46b99650e48f258dbad07c6e15e0532f005672b | 51 | 0.3% |
| 6a3f2c3d9ef0ffae189e7fd32ac858d1c41cd14921f33d52c277828b711ca73a | 50 | 0.3% |
| f1a9eb73c5421df85abb7d2a9429788273afa28826a47fc2140ca0d2014533a4 | 50 | 0.3% |
| e8ea2c5345495b65ee7b4863eaa23dbb32b202d8135cd5e41e292d2c7441add6 | 49 | 0.3% |
| e12dd38ac295a4e34061d6aa606fe9302235ecbe2af45367df8e2307bde2cd57 | 49 | 0.3% |
| 5a64e8fe49586fa2d1dfebf765bf85596adb2f5a45a58300772c4538d780d5d5 | 48 | 0.3% |
| Other values (908) | 17639 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 75422 | 6.5% |
| 2 | 74443 | 6.4% |
| e | 74118 | 6.4% |
| 1 | 73978 | 6.4% |
| 7 | 73935 | 6.4% |
| 3 | 73515 | 6.3% |
| f | 73110 | 6.3% |
| 5 | 73082 | 6.3% |
| d | 72948 | 6.3% |
| 4 | 72566 | 6.2% |
| Other values (6) | 424675 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1161792 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 75422 | 6.5% |
| 2 | 74443 | 6.4% |
| e | 74118 | 6.4% |
| 1 | 73978 | 6.4% |
| 7 | 73935 | 6.4% |
| 3 | 73515 | 6.3% |
| f | 73110 | 6.3% |
| 5 | 73082 | 6.3% |
| d | 72948 | 6.3% |
| 4 | 72566 | 6.2% |
| Other values (6) | 424675 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1161792 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 75422 | 6.5% |
| 2 | 74443 | 6.4% |
| e | 74118 | 6.4% |
| 1 | 73978 | 6.4% |
| 7 | 73935 | 6.4% |
| 3 | 73515 | 6.3% |
| f | 73110 | 6.3% |
| 5 | 73082 | 6.3% |
| d | 72948 | 6.3% |
| 4 | 72566 | 6.2% |
| Other values (6) | 424675 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1161792 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 75422 | 6.5% |
| 2 | 74443 | 6.4% |
| e | 74118 | 6.4% |
| 1 | 73978 | 6.4% |
| 7 | 73935 | 6.4% |
| 3 | 73515 | 6.3% |
| f | 73110 | 6.3% |
| 5 | 73082 | 6.3% |
| d | 72948 | 6.3% |
| 4 | 72566 | 6.2% |
| Other values (6) | 424675 |
age
Real number (ℝ)
| Distinct | 83 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.29025505 |
| Minimum | 13 |
|---|---|
| Maximum | 95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 141.9 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 32 |
| median | 43 |
| Q3 | 56 |
| 95-th percentile | 79 |
| Maximum | 95 |
| Range | 82 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 17.22034572 |
|---|---|
| Coefficient of variation (CV) | 0.3802218755 |
| Kurtosis | -0.1463242252 |
| Mean | 45.29025505 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.6134174717 |
| Sum | 822154 |
| Variance | 296.5403066 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 47 | 571 | 3.1% |
| 35 | 524 | 2.9% |
| 34 | 507 | 2.8% |
| 43 | 477 | 2.6% |
| 44 | 475 | 2.6% |
| 46 | 465 | 2.6% |
| 33 | 462 | 2.5% |
| 31 | 458 | 2.5% |
| 32 | 433 | 2.4% |
| 45 | 426 | 2.3% |
| Other values (73) | 13355 |
| Value | Count | Frequency (%) |
| 13 | 2 | < 0.1% |
| 14 | 59 | |
| 15 | 84 | |
| 16 | 46 | |
| 17 | 33 | 0.2% |
| Value | Count | Frequency (%) |
| 95 | 3 | < 0.1% |
| 94 | 3 | < 0.1% |
| 93 | 56 | |
| 92 | 57 | |
| 91 | 65 |